? And does education affect peoples’ occupational choices accordingly? We answer these questions based on a large panel of …

variables, we use instrumental variables estimation. We exploit both the temporal and spatial dimensions of the panel by …

supply of university graduates on wages, i.e. the social return to education. … density and productivity and wages has long been established in the economic literature, less is known about the effects of …

We investigate the major choice of college graduates where we make choice dependent on expected initial wages and … expected real wage growth and expected initial wages across majors. Furthermore, the differences in these expectations appear …

This paper studies the impact of routine job tasks on workers wages in the German labour market. Using nationally … associated with workers hourly wages; the negative effect of routine tasks is most pronounced in high-skilled non …

this paper, we use data of the 2004 German Socio-Economic Panel and Bayesian analysis in order to analyze to what degree …

With panel data important issues can be resolved that can not beaddressed with cross--sectional data. A major drawback … from the original populationas replacements for units who have dropped out of the panel, aso--called refreshment sample … different results than models that assume that themissing data process is ignorable or conventional econometric modelsfor panel …